| feature,xgb_importance,lgb_importance,combined_rank |
| attractiveness_perception_product,0.049717722833156584,917.0,1.5 |
| probability_dated_wants_to_date,0.01527703944593668,755.0,5.5 |
| humor_perception_product,0.02772650457918644,575.4,8.0 |
| total_self_awareness_gap,0.013193071819841862,664.6,9.5 |
| dater_liked_dated,0.01781312171369791,511.4,11.0 |
| shared_interests_score_of_dater_from_dated,0.00999925434589386,710.8,14.0 |
| interest_diversity,0.011960797570645809,542.4,14.5 |
| confidence_calibration,0.01290346272289753,451.4,16.5 |
| interests_correlation,0.008578980527818202,1210.0,19.0 |
| attractiveness_mutual_score,0.04240926876664162,322.8,20.0 |
| intelligence_value_fulfillment_dater,0.008916639629751444,631.2,21.5 |
| reported_shared_interests_of_dated_from_dater,0.012007549963891506,379.6,21.5 |
| shared_interests_importance_for_dated,0.009015809930860996,521.2,23.5 |
| expected_number_of_dates_for_dater,0.012309767492115497,338.4,24.0 |
| expectation_meets_reality,0.008417037222534418,673.2,24.5 |
| humor_mutual_score,0.015047407802194357,262.0,25.5 |
| total_mutual_score,0.0088472506031394,484.8,27.0 |
| combined_age,0.007860537059605122,864.4,28.5 |
| intelligence_self_awareness_gap,0.010190771333873272,310.6,30.0 |
| humor_value_fulfillment_dater,0.00875407513231039,429.2,30.5 |
| ambition_mutual_score,0.01000457163900137,309.0,31.0 |
| importance_alignment_4,0.008071416802704335,549.2,32.0 |
| attractiveness_importance_for_dated,0.007912121154367924,507.4,35.0 |
| sincerity_mutual_score,0.008282076939940453,345.0,39.0 |
| age_difference,0.007878991402685642,409.6,40.5 |
| attractiveness_score_of_dater_from_dated,0.014378595538437367,115.6,42.0 |
| total_importance_alignment,0.006512880325317383,793.4,42.0 |
| importance_alignment_1,0.00691784443333745,553.6,43.0 |
| dated_age,0.007859947066754103,373.8,43.5 |
| reported_attractiveness_of_dated_from_dater,0.009538685716688634,151.6,44.0 |
| attractiveness_self_awareness_gap,0.008243112824857235,202.0,47.0 |
| dater_age,0.008061480056494475,226.2,48.0 |
| dater_interest_in_concerts,0.00808518510311842,219.4,48.0 |
| importance_alignment_0,0.006995881907641888,423.4,48.0 |
| intelligence_importance_for_dated,0.007420061435550451,367.6,48.5 |
| humor_self_awareness_gap,0.009661887586116791,129.4,48.5 |
| importance_alignment_3,0.006749982293695211,462.4,48.5 |
| attractiveness_importance_for_dater,0.01073703970760107,92.0,50.0 |
| ambition_self_awareness_gap,0.008188027050346136,183.6,50.0 |
| intelligence_mutual_score,0.00851203678175807,146.6,51.0 |
| max_importance_dater,0.011110164690762758,84.6,51.5 |
| dater_interest_in_museums,0.009663553070276975,109.6,51.5 |
| total_perception_gap,0.007232067268341779,366.4,51.5 |
| ambition_perception_product,0.006026822794228792,681.8,52.0 |
| importance_concentration_dated,0.006166902184486389,605.2,52.5 |
| importance_alignment_5,0.005751986056566238,774.2,53.5 |
| dater_interest_in_exercise,0.008393350057303905,145.6,53.5 |
| dater_race_encoded,0.014575897343456745,56.0,53.5 |
| intelligence_perception_product,0.006585951382294297,382.0,54.0 |
| intelligence_importance_for_dater,0.010948889050632715,70.0,55.75 |
| importance_concentration_dater,0.007339893188327551,225.4,56.0 |
| dater_interest_in_gaming,0.007664002198725939,195.2,56.0 |
| dater_interest_in_music,0.009261467587202787,88.0,56.5 |
| shared_interests_importance_for_dater,0.009667233936488629,82.6,57.5 |
| dater_interest_in_art,0.009910576231777667,79.8,57.5 |
| dater_interest_in_clubbing,0.007900134474039078,148.2,57.5 |
| dater_interest_in_yoga,0.008169603627175092,142.2,57.5 |
| sincerity_importance_for_dated,0.006300056539475918,398.2,58.0 |
| expected_number_of_likes_of_dater_from_20_people,0.0076850724406540396,164.2,58.0 |
| same_religion_importance_for_dater,0.008233836479485035,124.4,58.5 |
| sincerity_self_awareness_gap,0.007263959432020783,202.8,58.5 |
| sincerity_perception_product,0.006091517210006714,450.4,59.5 |
| ambition_value_fulfillment_dater,0.00648371372371912,322.0,60.0 |
| interest_range,0.011294429283589124,30.8,60.0 |
| same_race_importance_for_dater,0.007183732837438584,197.0,60.5 |
| sincerity_importance_for_dater,0.009761678520590067,58.0,61.0 |
| importance_alignment_2,0.006457800790667534,319.0,61.0 |
| self_reported_intelligence_of_dater,0.008966851606965065,80.0,61.5 |
| interest_intensity,0.0076290593482553955,145.8,62.5 |
| age_gap_abs,0.008470490109175444,85.0,63.0 |
| max_interest,0.010408884985372424,13.2,63.5 |
| total_value_fulfillment,0.004965253546833992,490.2,64.0 |
| dater_interest_in_theater,0.007484088372439146,142.8,64.0 |
| self_reported_ambition_of_dater,0.008765648305416106,74.4,64.5 |
| humor_importance_for_dated,0.005384521465748549,419.6,66.0 |
| race_match,0.009415564592927694,36.4,66.5 |
| dater_interest_in_tvsports,0.006587419891729951,175.0,67.0 |
| reported_ambition_of_dated_from_dater,0.008182123955339193,84.0,67.75 |
| sincerity_score_of_dater_from_dated,0.008767647482454777,51.6,68.0 |
| intelligence_perception_gap,0.007835798989981413,99.6,68.5 |
| sincerity_value_fulfillment_dater,0.005166110768914223,368.2,70.0 |
| ambition_importance_for_dated,0.006202033534646034,210.0,70.5 |
| attractiveness_value_fulfillment_dater,0.005848286021500826,297.6,71.0 |
| dater_interest_in_hiking,0.006321935262531042,163.6,71.5 |
| attractiveness_perception_gap,0.005757639929652214,283.6,72.0 |
| humor_perception_gap,0.006207081954926252,180.0,73.5 |
| dater_interest_in_reading,0.006826905161142349,111.2,75.0 |
| sincerity_perception_gap,0.006245551072061062,151.4,75.0 |
| self_reported_sincerity_of_dater,0.006320201698690653,137.4,77.5 |
| ambition_score_of_dater_from_dated,0.005638274131342769,185.0,79.0 |
| dated_race_encoded,0.006757562886923552,87.2,79.5 |
| dater_interest_in_tv,0.006316264625638723,119.4,80.5 |
| humor_score_of_dater_from_dated,0.006547119095921516,95.2,80.5 |
| self_reported_attractiveness_of_dater,0.00728647755458951,70.0,80.75 |
| reported_sincerity_of_dated_from_dater,0.00666972491890192,86.4,81.0 |
| reported_intelligence_of_dated_from_dater,0.0063777432776987554,99.8,81.5 |
| age_gap_squared,0.007728393748402595,17.0,82.5 |
| self_reported_humor_of_dater,0.007426162343472242,40.2,82.5 |
| dater_interest_in_movies,0.005884451512247324,141.2,83.0 |
| ambition_perception_gap,0.004812782723456621,152.2,84.5 |
| ambition_importance_for_dater,0.007364393305033445,29.6,85.5 |
| dater_interest_in_sports,0.0057547840289771555,120.8,87.5 |
| dater_interest_in_dining,0.003495294786989689,125.6,91.5 |
| is_dater_male_int,0.006955893593840301,0.2,91.5 |
| dater_interest_in_shopping,0.006124609336256981,84.0,91.75 |
| reported_humor_of_dated_from_dater,0.005348637374117971,102.8,92.5 |
| intelligence_score_of_dater_from_dated,0.006241303496062755,63.8,93.5 |
| expected_satisfaction_of_dater,0.006224614009261132,55.0,95.5 |
| humor_importance_for_dater,0.0057137670228257775,66.2,100.0 |
| min_interest,0.0058632630854845045,37.2,101.0 |
| are_same_race_int,0.004521235963329673,6.8,110.0 |
| dater_is_older,0.00310597475618124,6.6,111.5 |
| already_met_int,0.0,0.0,113.0 |
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